Triple
T3190731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton Keynes |
E66814
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Milton Keynes College
Milton Keynes College is a further and higher education institution in Milton Keynes offering a range of vocational, academic, and professional courses.
|
E336110
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Milton Keynes College | Statement: [Milton Keynes, hasHigherEducationInstitution, Milton Keynes College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Keynes College Context triple: [Milton Keynes, hasHigherEducationInstitution, Milton Keynes College]
-
A.
West Herts College
West Herts College is a further and higher education college in Hertfordshire, England, offering vocational, academic, and professional courses to local and regional students.
-
B.
Cambridge Regional College
Cambridge Regional College is a further education institution in Cambridge, England, offering vocational courses, apprenticeships, and adult learning programs.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
Buckingham College
Buckingham College was the former name of Magdalene College, a constituent college of the University of Cambridge in England.
-
E.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Milton Keynes College Triple: [Milton Keynes, hasHigherEducationInstitution, Milton Keynes College]
Generated description
Milton Keynes College is a further and higher education institution in Milton Keynes offering a range of vocational, academic, and professional courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Keynes College Target entity description: Milton Keynes College is a further and higher education institution in Milton Keynes offering a range of vocational, academic, and professional courses.
-
A.
West Herts College
West Herts College is a further and higher education college in Hertfordshire, England, offering vocational, academic, and professional courses to local and regional students.
-
B.
Cambridge Regional College
Cambridge Regional College is a further education institution in Cambridge, England, offering vocational courses, apprenticeships, and adult learning programs.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
Buckingham College
Buckingham College was the former name of Magdalene College, a constituent college of the University of Cambridge in England.
-
E.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8588ba18819086a10951c32ecb80 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6e7d0d081908b1c36bb909a58bf |
completed | March 8, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24ba19b2881908a298e6fb99a058e |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b24f94bcb8819089f53dbe923a93e2 |
completed | March 12, 2026, 5:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b251458ab48190a374f910103763f2 |
completed | March 12, 2026, 5:38 a.m. |
Created at: March 8, 2026, 3:07 p.m.